Basic service system for medical large data application

A basic service and big data technology, applied in the field of medical big data application basic service system, can solve the problems of large medical big data data volume, lack of efficient big data analysis capabilities and security guarantees, and complex data types.

A basic service and big data technology, applied in the field of medical big data application basic service system, can solve the problems of large medical big data data volume, lack of efficient big data analysis capabilities and security guarantees, and complex data types.

CN105095653AInactive Publication Date: 2015-11-25HUNAN INTERACTIVE MEDIA
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  • Basic service system for medical large data application
  • Basic service system for medical large data application
  • Basic service system for medical large data application

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Embodiment Construction

[0021] The technical solutions of the present invention will be further described below in conjunction with the drawings and specific embodiments in the embodiments of the present invention. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0022] The invention provides a medical big data application basic service system, which is characterized in that it includes a big data cloud ETL subsystem, a big data basic kernel subsystem, a medical big data analysis and mining subsystem, and an operation management monitoring subsystem.

[0023] The software architecture of the whole system is mainly divided into big data cloud ETL, big data basic core, medical big data analysis and mining, and system operation management monitoring to support many typical applications of medical big data (electronic medical record big data products, drug research and development, real-time Statisti...

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Abstract

The invention relates to a basic service system for medical large data application, which is characterized in that the system comprises a large data cloud ETL subsystem, a large data basic kernel subsystem, a medical large data analysis mining subsystem and a system running management monitoring subsystem, wherein the large data cloud ETL subsystem is responsible for extracting, cleaning and converting and loading related datum of a hospital information system; the large data basic kernel subsystem takes the advantage of technologies such as Storm stream calculation, MapReduce batch calculation, Spark, medical large data metadata and HBASE semi-structured data storage used in large data basic capacity to realize storage, calculation and analysis to medical large datum; the medical large data analysis is used to analyze the datum stored in a medical large data basic kernel platform by utilizing data exploration, mining modeling and model evaluation; and the management monitoring subsystem is responsible for providing support, monitoring, configuration and safety service for the whole medical large data application platform.

Description

technical field [0001] The invention relates to the technical field of big data, in particular to a medical big data application basic service system. Background technique [0002] In recent years, with the rapid development of the Internet, cloud computing, mobile, and the Internet of Things, ubiquitous mobile devices, RFID, and wireless sensors are generating data every minute and every second, and the Internet services of hundreds of millions of users are generating huge data all the time. The amount of data to be processed is huge, and the data has been growing at a rate of 50% per year. Business needs and competitive pressures have put forward higher requirements for the real-time and effectiveness of data processing. Traditional conventional technical means Therefore, big data technology (BigData) has become a recent technology hotspot and has attracted widespread attention. [0003] The value creation of big data is based on the core logic that in today's society, in...

Claims

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Application Information

Patent Timeline
25 Nov 2015
Publication
CN105095653A
IPC
G06F19/00
Inventors
彭革刚; 沈清